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EMNLP
2009
15 years 4 months ago
Polynomial to Linear: Efficient Classification with Conjunctive Features
This paper proposes a method that speeds up a classifier trained with many conjunctive features: combinations of (primitive) features. The key idea is to precompute as partial res...
Naoki Yoshinaga, Masaru Kitsuregawa
EACL
2009
ACL Anthology
16 years 7 months ago
Deriving Generalized Knowledge from Corpora Using WordNet Abstraction
ion Benjamin Van Durme, Phillip Michalak and Lenhart K. Schubert Department of Computer Science University of Rochester Rochester, NY 14627, USA Existing work in the extraction of...
Benjamin Van Durme, Phillip Michalak, Lenhart Schu...
FSMNLP
2005
Springer
16 years 5 days ago
WFSM Auto-intersection and Join Algorithms
The join of two n-ary string relations is a main operation regarding to applications. n-Ary rational string relations are realized by weighted finite-state machines with n tapes. ...
André Kempe, Jean-Marc Champarnaud, Franck ...
NLDB
2010
Springer
15 years 11 months ago
Automatic Term Extraction Using Log-Likelihood Based Comparison with General Reference Corpus
Abstract. In the paper we present a method that allows an extraction of singleword terms for a specific domain. At the next stage these terms can be used as candidates for multi-wo...
Alexander F. Gelbukh, Grigori Sidorov, Eduardo Lav...
NLPRS
2001
Springer
15 years 11 months ago
Ensembling based on Feature Space Restructuring with Application to WSD
We propose a new ensembling method of Support Vector Machines (SVMs) based on Feature Space Restructuring. In the proposed method, the weighted majority voting method is applied f...
Hiroya Takamura, Hiroyasu Yamada, Taku Kudo, Kaoru...